Measures of central tendency and dispersion Flashcards
measures of central tendency
mean median mode
bimodal
two modes
multimodal
three or more modes
measures of dispersion
range
interquartile range
standard deviation
how to calculate IQR
find median (Q2)
find median of minimum and Q2 (Q1)
find median of maximum and Q2 (Q3)
IQR = Q3 - Q1
how to calculate standard deviation
calculate (value - mean)^2
calculate the average of this (variance)
calculate square root of this (standard deviation)
normal distribution
- relationship between mean, median and mode?
- what measure of central tendency/dispersion to report?
mean = median = mode
mean and SD
negatively/left skewed
- appearance
- relationship between mean, median and mode?
- what measure of central tendency/dispersion to report?
outliers to the left/negative; mode to the right
mode > median > mean
report median and IQR
positively/right skewed
- appearance
- relationship between mean, median and mode?
- what measure of central tendency/dispersion to report?
outliers to the right/positive, mode to the left
mode < median < mean
report median and IQR
when you’re comparing two distributions and atleast one is skewed, what do you report
median and IQR